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From Semantic Retrieval to Pairwise Ranking: Applying Deep Learning in E-commerce Search


Mar 24, 2021
Rui Li, Yunjiang Jiang, Wenyun Yang, Guoyu Tang, Songlin Wang, Chaoyi Ma, Wei He, Xi Xiong, Yun Xiao, Eric Yihong Zhao

* Accepted in SIGIR 2019 

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Feature Pyramid Network with Multi-Head Attention for Semantic Segmentation of Fine-Resolution Remotely Sensed Images


Feb 19, 2021
Rui Li, Shunyi Zheng, Chenxi Duan


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Feature Pyramid Network with Multi-Head Attention for Se-mantic Segmentation of Fine-Resolution Remotely Sensed Im-ages


Feb 16, 2021
Rui Li, Shunyi Zheng, Chenxi Duan


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Learning Depth via Leveraging Semantics: Self-supervised Monocular Depth Estimation with Both Implicit and Explicit Semantic Guidance


Feb 11, 2021
Rui Li, Xiantuo He, Danna Xue, Shaolin Su, Qing Mao, Yu Zhu, Jinqiu Sun, Yanning Zhang


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Adaptive Processor Frequency Adjustment for Mobile Edge Computing with Intermittent Energy Supply


Feb 10, 2021
Tiansheng Huang, Weiwei Lin, Ying Li, Xiumin Wang, Qingbo Wu, Rui Li, Ching-Hsien Hsu, Albert Y. Zomaya

* 17 pages, 9 figures. Under review by TMC 

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ABCNet: Attentive Bilateral Contextual Network for Efficient Semantic Segmentation of Fine-Resolution Remote Sensing Images


Feb 04, 2021
Rui Li, Chenxi Duan


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Analytical Characterization and Design Space Exploration for Optimization of CNNs


Jan 24, 2021
Rui Li, Yufan Xu, Aravind Sukumaran-Rajam, Atanas Rountev, P. Sadayappan


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Non-uniform Motion Deblurring with Blurry Component Divided Guidance


Jan 15, 2021
Pei Wang, Wei Sun, Qingsen Yan, Axi Niu, Rui Li, Yu Zhu, Jinqiu Sun, Yanning Zhang


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VIS30K: A Collection of Figures and Tables from IEEE Visualization Conference Publications


Jan 11, 2021
Jian Chen, Meng Ling, Rui Li, Petra Isenberg, Tobias Isenberg, Michael Sedlmair, Torsten Möller, Robert S. Laramee, Han-Wei Shen, Katharina Wünsche, Qiru Wang

* 12 pages 

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Generalize Ultrasound Image Segmentation via Instant and Plug & Play Style Transfer


Jan 11, 2021
Zhendong Liu, Xiaoqiong Huang, Xin Yang, Rui Gao, Rui Li, Yuanji Zhang, Yankai Huang, Guangquan Zhou, Yi Xiong, Alejandro F Frangi, Dong Ni

* Accepted by IEEE ISBI 2021 

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VIS30K: A Collection of Figures and Tables from {IEEE} Visualization Conference Publications


Jan 06, 2021
Jian Chen, Meng Ling, Rui Li, Petra Isenberg, Tobias Isenberg, Michael Sedlmair, Torsten Möller, Robert S. Laramee, Han-Wei Shen, Katharina Wünsche, Qiru Wang

* 12 pages 

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Multi-Head Linear Attention Generative Adversarial Network for Thin Cloud Removal


Dec 20, 2020
Chenxi Duan, Rui Li


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Semantic-Guided Representation Enhancement for Self-supervised Monocular Trained Depth Estimation


Dec 15, 2020
Rui Li, Qing Mao, Pei Wang, Xiantuo He, Yu Zhu, Jinqiu Sun, Yanning Zhang


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Multi-stage Attention ResU-Net for Semantic Segmentation of Fine-Resolution Remote Sensing Images


Dec 01, 2020
Rui Li, Shunyi Zheng, Chenxi Duan, Jianlin Su, Ce Zhang

* arXiv admin note: substantial text overlap with arXiv:2007.14902, arXiv:2009.02130 

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Predicting Biomedical Interactions with Higher-Order Graph Convolutional Networks


Oct 16, 2020
Kishan KC, Rui Li, Feng Cui, Anne Haake


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Interpretable Structured Learning with Sparse Gated Sequence Encoder for Protein-Protein Interaction Prediction


Oct 16, 2020
Kishan KC, Feng Cui, Anne Haake, Rui Li


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Contrastive Rendering for Ultrasound Image Segmentation


Oct 10, 2020
Haoming Li, Xin Yang, Jiamin Liang, Wenlong Shi, Chaoyu Chen, Haoran Dou, Rui Li, Rui Gao, Guangquan Zhou, Jinghui Fang, Xiaowen Liang, Ruobing Huang, Alejandro Frangi, Zhiyi Chen, Dong Ni

* 10 pages, 5 figures, 2 tables, 13 references 

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Multi-Attention-Network for Semantic Segmentation of High-Resolution Remote Sensing Images


Sep 03, 2020
Rui Li, Shunyi Zheng, Chenxi Duan, Jianlin Su

* arXiv admin note: substantial text overlap with arXiv:2007.14902 

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Thick Cloud Removal of Remote Sensing Images Using Temporal Smoothness and Sparsity-Regularized Tensor Optimization


Sep 01, 2020
Chenxi Duan, Jun Pan, Rui Li


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Linear Attention Mechanism: An Efficient Attention for Semantic Segmentation


Aug 20, 2020
Rui Li, Jianlin Su, Chenxi Duan, Shunyi Zheng


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Land Cover Classification from Remote Sensing Images Based on Multi-Scale Fully Convolutional Network


Aug 01, 2020
Rui Li, Shunyi Zheng, Chenxi Duan


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Searching Collaborative Agents for Multi-plane Localization in 3D Ultrasound


Jul 30, 2020
Yuhao Huang, Xin Yang, Rui Li, Jikuan Qian, Xiaoqiong Huang, Wenlong Shi, Haoran Dou, Chaoyu Chen, Yuanji Zhang, Huanjia Luo, Alejandro Frangi, Yi Xiong, Dong Ni

* Early accepted by MICCAI 2020 

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Research on Fitness Function of Tow Evolution Algorithms Using for Neutron Spectrum Unfolding


Jul 30, 2020
Rui Li, Jianbo Yang, Xianguo Tuo, Rui Shi

* 12 pages,5 figures 

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MACU-Net Semantic Segmentation from High-Resolution Remote Sensing Images


Jul 26, 2020
Rui Li, Chenxi Duan, Shunyi Zheng


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Accurate position tracking with a single UWB anchor


May 21, 2020
Yanjun Cao, Chenhao Yang, Rui Li, Alois Knoll, Giovanni Beltrame

* Accepted by ICRA2020 

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LiteDenseNet: A Lightweight Network for Hyperspectral Image Classification


Apr 26, 2020
Rui Li, Chenxi Duan

* The random split among training, test, and validation is not acceptable in cube-based methods, which may lead to test data leakage 

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